Update README.md

README.md

@@ -14,23 +14,32 @@ tags:
 - meghalaya
 - arunachal-pradesh
 - sikkim
-- neodac
+- neodac-mini
 language:
 - en
 pipeline_tag: text-generation
 library_name: transformers
 widget:
-- example_title: "Bihu Festival"
-  text: "<start_of_turn>user\nWhat is Bihu festival?<end_of_turn>\n<start_of_turn>model\n"
-- example_title: "Hornbill Festival"
-  text: "<start_of_turn>user\nTell me about Hornbill Festival.<end_of_turn>\n<start_of_turn>model\n"
-- example_title: "Assamese Cuisine"
-  text: "<start_of_turn>user\nWhat is traditional Assamese cuisine?<end_of_turn>\n<start_of_turn>model\n"
+- example_title: Bihu Festival
+  text: |
+    <start_of_turn>user
+    What is Bihu festival?<end_of_turn>
+    <start_of_turn>model
+- example_title: Hornbill Festival
+  text: |
+    <start_of_turn>user
+    Tell me about Hornbill Festival.<end_of_turn>
+    <start_of_turn>model
+- example_title: Assamese Cuisine
+  text: |
+    <start_of_turn>user
+    What is traditional Assamese cuisine?<end_of_turn>
+    <start_of_turn>model
 ---
 
-# Neodac: Northeast India Cultural AI Model
+# Neodac-mini: Northeast India Cultural AI Model
 
-**Neodac** (Northeast India Cultural) is a specialized language model fine-tuned on cultural knowledge of Northeast India's eight states. Built on Google's Gemma 3 1B Instruct, Neodac provides authentic, detailed responses about the rich cultural heritage of the region.
+**Neodac-mini** (Northeast India Cultural) is a specialized language model fine-tuned on cultural knowledge of Northeast India's eight states. Built on Google's Gemma 3 1B Instruct, Neodac-mini provides authentic, detailed responses about the rich cultural heritage of the region.
 
 ## 🎯 Model Overview
 
@@ -64,15 +73,15 @@ from transformers import AutoTokenizer, AutoModelForCausalLM
 import torch
 
 # Load model and tokenizer
-tokenizer = AutoTokenizer.from_pretrained("MWirelabs/neodac")
+tokenizer = AutoTokenizer.from_pretrained("MWirelabs/neodac-mini")
 model = AutoModelForCausalLM.from_pretrained(
-    "MWirelabs/neodac",
+    "MWirelabs/neodac-mini",
     torch_dtype=torch.bfloat16,
     device_map="auto"
 )
 
 # Example usage
-def ask_neodac(question):
+def ask_neodac-mini(question):
     prompt = f"<start_of_turn>user\n{question}<end_of_turn>\n<start_of_turn>model\n"
     inputs = tokenizer(prompt, return_tensors="pt")
 
@@ -89,7 +98,7 @@ def ask_neodac(question):
     return response.split("<start_of_turn>model\n")[-1].strip()
 
 # Ask about Northeast India culture
-response = ask_neodac("What is the significance of bamboo in Northeast India?")
+response = ask_neodac-mini("What is the significance of bamboo in Northeast India?")
 print(response)
 ```
 
@@ -108,10 +117,9 @@ print(response)
 - **Batch Size**: 8 per device
 - **Precision**: bfloat16
 - **Max Sequence Length**: 512 tokens
-- **Training Time**: ~17 minutes
 
 ### Improvements Over Base Model
-| Aspect | Base Gemma 3 1B-IT | Neodac |
+| Aspect | Base Gemma 3 1B-IT | Neodac-mini |
 |--------|-------------------|---------|
 | Cultural Accuracy | ❌ Hallucinations | ✅ Factually correct |
 | Response Detail | ⚠️ Generic/brief | ✅ Rich & comprehensive |
@@ -125,7 +133,7 @@ print(response)
 **Base Model Response:**
 > Claims Bihu is about Lord Shiva (incorrect)
 
-**Neodac Response:**
+**Neodac-mini Response:**
 > Bihu is the most important festival of Assam, celebrated by all Assamese people. There are three Bihus that mark different stages of the agricultural calendar: Rongali (or Bohag) Bihu in spring, Kati (or Kongali) Bihu in autumn, and Magh (or Bhogali) Bihu in winter.
 
 ## 🎯 Use Cases
@@ -158,22 +166,22 @@ The model was evaluated on cultural accuracy, response completeness, and factual
 
 ## 📜 Citation
 
-If you use Neodac in your research or applications, please cite:
+If you use Neodac-mini in your research or applications, please cite:
 
 ```bibtex
 @misc{neodac2025,
-  title={Neodac: A Specialized Language Model for Northeast India Cultural Knowledge},
+  title={Neodac-mini: A Specialized Language Model for Northeast India Cultural Knowledge},
   author={MWire Labs},
   year={2025},
   publisher={Hugging Face},
-  url={https://huggingface.co/MWirelabs/neodac},
+  url={https://huggingface.co/MWirelabs/neodac-mini},
   note={Fine-tuned from google/gemma-3-1b-it for cultural preservation and education}
 }
 ```
 
 ## 🤝 Contributing
 
-Interested in improving Neodac? We welcome:
+Interested in improving Neodac-mini? We welcome:
 - Additional cultural data from Northeast India
 - Feedback on cultural accuracy
 - Suggestions for new cultural domains
@@ -192,4 +200,4 @@ This model is released under the Apache 2.0 license, same as the base Gemma mode
 
 ---
 
-*Neodac represents a step forward in culturally-aware AI, preserving and making accessible the rich heritage of Northeast India through technology.*
+*Neodac-mini represents a step forward in culturally-aware AI, preserving and making accessible the rich heritage of Northeast India through technology.*